Geometric Transformations (continued)

Preview 26:19

Projective Transformation

Preview 23:19

Homography

Preview 33:33

Homography - Special cases

Preview 19:06

Computing Homography

Preview 31:11

RANSAC

Preview 23:33

Rotational Homography

Preview 11:56

Research Challenges

Preview 28:40

Real Aperture Camera

Preview 07:15

Real aperture camera - Introduction

Preview 12:26

Cricle of confusion

Preview 14:51

Depth of field, Linearity

Preview 24:57

Space-Invariance

Preview 21:50

2D Convolution

Preview 26:53

2D Convolution

Preview 22:22

Blur Models

Preview 23:04

Space-variant Blurring

Preview 14:26

Shape from X - Introduction

Preview 13:12

2-View Stereo

Preview 18:15

Introduction to Shape from Focus

Preview 19:30

SFF Principle

Preview 27:12

Shape from focus - Gaussian fitting

Preview 20:49

Shape from focus- Focus operators

Preview 29:20

Shape from Focus - Examples

Preview 30:39

Shape from Focus - Tensor Voting

Preview 14:11

DFD Principle

Preview 28:00

Motion Blur

Preview 20:57

Image Transforms - Introduction

Preview 23:17

Image Transforms - Motivation

Preview 12:39

1D Unitary Transforms - Introduction

Preview 15:20

Extending 1D Unitary Transform to 2D - Motivation

Preview 21:58

Extending 1D Unitary Transform to 2D - Example

Preview 28:15

Alternative Forms of 2D

Preview 08:26

Kronecker Product

Preview 22:26

Kronecker Product - (Example Revisited)

Preview 20:40

Extending 1D Unitary Transform to 2D - Summary

Preview 12:40

1D DFT to 2D DFT

Preview 34:15

2D DFT Visualization

Preview 21:42

2D DFT - Computation

Preview 18:31

1D DCT - Definition, Motivation

Preview 24:28

Relation to DFT

Preview 23:24

2D DCT and Walsh-Haddamard Transform

Preview 23:49

Data Dependent Transforms, Karhunen Loeve Transform

Preview 19:25

Karhunen-Loeve Transform (KLT) - Concept

Preview 23:41

Karhunen-Loeve Transform (KLT) - Applications

Preview 24:33

Karhunen-Loeve Transform (KLT) - Applications

Preview 15:55

Singular Value Decomposition (SVD)

Preview 31:27

Applications of SVD

Preview 10:43

Change detection

Preview 12:38

Image Thresholding

Preview 31:18

Adaptive Local thresholding - Motivation

Preview 19:34

Chow-Kaneko Local thresholding

Preview 32:51

K-Means Method

Preview 38:13

ISODATA Method

Preview 12:45

Theory of Histogram Equalization and Modification

Preview 25:43

Histogram Equalization example

Preview 17:59

Image sequence and Single image filtering in Gaussian noise

Preview 33:34

Non-local Means Method

Preview 15:32

Non-local Means Filtering (Examples)

Preview 06:25

Impulse Noise Generator

Preview 14:43

Impulse noise filtering

Preview 27:52

Transform Domain Filtering

Preview 08:52

Illumination Handling

Preview 26:38

Applications of Restoration, and Image Deblurring

Preview 29:35

Haddamard's conditions and Least squares solution

Preview 25:02

Min-norm solution and Norm of Linear operator

Preview 20:15

Numerical stability analysis

Preview 29:13

Image Deblurring

Preview 14:15

Tikhonov-Miller Regularization

Preview 12:38

Conditional Mean as an Estimator

Preview 24:18

Linear Estimator

Preview 18:33

Wiener Filter

Preview 27:57

Fourier Wiener Filter

Preview 23:08

1D Superresolution

Preview 30:06

Superresolution Examples

Preview 17:22

Live Session 16-10-2020

Preview 32:55